Podcast Episodes

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EP298: AI API Gateway Expiration Semantics - Stop Stale Work From Surviving Its Deadline

Design AI API gateway expiration semantics with separate clocks, monotonic state, deadline-aware retries, safe side-effect checks, bounded intermedia…

1 month ago

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EP297: AI API Gateway Queue Feedback - Make Waiting Work Observable and Actionable

Design AI API gateway queue feedback contracts with durable admission, lifecycle states, honest wait estimates, retry guidance, cancellation, privacy…

1 month ago

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EP296: AI API Gateway Configuration Drift - Detect When Regions and Workers Disagree

Detect and control AI API gateway configuration drift with immutable desired state, canonical hashes, enforcement-point comparison, progressive rollo…

1 month ago

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EP142: Batch AI APIs — Run Large Workloads Without Blocking Users

A practical guide to batch AI processing: separate interactive and offline workloads, build durable queues, control retries and budgets, track progre…

1 month ago

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EP295: AI API Gateway Policy Evaluation - Turn Intent Into Runtime Decisions

Design runtime policy evaluation for AI API gateways with precise inputs, precedence, versioned dependencies, structured outcomes, verified obligatio…

1 month ago

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EP294: AI API Gateway Batch Scheduling - Improve Throughput Without Losing Guarantees

Design AI API gateway batch scheduling with compatibility keys, bounded windows, cost-aware packing, fairness, cancellation, partial failure semantic…

1 month ago

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EP293: AI API Gateway Multi-Region Failover - Preserve Semantics Across Locations

Design multi-region AI API gateway failover that preserves data boundaries, request identity, configuration, deadlines, idempotency, provider provena…

1 month ago

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EP292: AI API Gateway Model Quality Gates - Ship Better Responses With Measurable Evidence

Design model quality gates for AI API gateways with representative evaluations, task and operational metrics, safety thresholds, cost analysis, compa…

1 month ago

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EP291: AI API Gateway Provider Attestation - Prove Which Service Answered

Build provider attestation for AI API gateways with attempt identities, evidence boundaries, signatures, safe metadata, billing links, unknown handli…

1 month ago

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EP290: AI API Gateway Timeout Budgets - Spend the Deadline Where It Matters

Design AI API gateway timeout budgets across queueing, provider latency, streaming, tools, validation, retries, and failover without wasting work aft…

1 month ago

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